File size: 2,429 Bytes
e777034 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 |
{
"best_metric": 0.9536,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0326/checkpoints/checkpoint-1332",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 1332,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.34385785460472107,
"learning_rate": 5.974873734152915e-05,
"loss": 0.6973,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9232,
"eval_loss": 0.27076196670532227,
"eval_runtime": 5.8007,
"eval_samples_per_second": 646.472,
"eval_steps_per_second": 10.171,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 2.1430046558380127,
"learning_rate": 3.5e-05,
"loss": 0.1187,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9421333333333334,
"eval_loss": 0.19010281562805176,
"eval_runtime": 5.8065,
"eval_samples_per_second": 645.824,
"eval_steps_per_second": 10.161,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.7876724600791931,
"learning_rate": 1.0251262658470837e-05,
"loss": 0.0377,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9522666666666667,
"eval_loss": 0.17542769014835358,
"eval_runtime": 5.7987,
"eval_samples_per_second": 646.7,
"eval_steps_per_second": 10.175,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.040022388100624084,
"learning_rate": 0.0,
"loss": 0.0138,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9536,
"eval_loss": 0.17478515207767487,
"eval_runtime": 5.7925,
"eval_samples_per_second": 647.386,
"eval_steps_per_second": 10.186,
"step": 1332
}
],
"logging_steps": 500,
"max_steps": 1332,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 6.58965282490368e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|